Triple

T11058851
Position Surface form Disambiguated ID Type / Status
Subject UNITA E261451 entity
Predicate militaryWing P4347 FINISHED
Object Armed Forces for the Liberation of Angola
The Armed Forces for the Liberation of Angola were the military wing of the UNITA movement, fighting primarily against the MPLA-led government during the Angolan Civil War.
E908156 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Armed Forces for the Liberation of Angola | Statement: [UNITA, militaryWing, Armed Forces for the Liberation of Angola]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Armed Forces for the Liberation of Angola
Context triple: [UNITA, militaryWing, Armed Forces for the Liberation of Angola]
  • A. Popular Movement for the Liberation of Angola
    The Popular Movement for the Liberation of Angola (MPLA) is a major Angolan political party and former Marxist–Leninist guerrilla movement that led the struggle for independence from Portuguese colonial rule and has dominated the country’s politics since 1975.
  • B. Angolan Armed Forces
    The Angolan Armed Forces are the unified military organization of Angola, responsible for the country's defense and security on land, at sea, and in the air.
  • C. Azanian People’s Liberation Army
    The Azanian People’s Liberation Army was the military wing of a South African Black nationalist movement that waged an armed struggle against apartheid.
  • D. Angola–Benguela Front
    The Angola–Benguela Front is a major oceanographic boundary off southwestern Africa where warm tropical waters meet cooler upwelling currents, creating a highly productive and dynamic marine ecosystem.
  • E. People's Liberation Army of Namibia
    The People's Liberation Army of Namibia was the armed wing of the South West Africa People's Organization (SWAPO) that led the guerrilla struggle for Namibian independence from South African rule.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Armed Forces for the Liberation of Angola
Triple: [UNITA, militaryWing, Armed Forces for the Liberation of Angola]
Generated description
The Armed Forces for the Liberation of Angola were the military wing of the UNITA movement, fighting primarily against the MPLA-led government during the Angolan Civil War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Armed Forces for the Liberation of Angola
Target entity description: The Armed Forces for the Liberation of Angola were the military wing of the UNITA movement, fighting primarily against the MPLA-led government during the Angolan Civil War.
  • A. Popular Movement for the Liberation of Angola
    The Popular Movement for the Liberation of Angola (MPLA) is a major Angolan political party and former Marxist–Leninist guerrilla movement that led the struggle for independence from Portuguese colonial rule and has dominated the country’s politics since 1975.
  • B. Angolan Armed Forces
    The Angolan Armed Forces are the unified military organization of Angola, responsible for the country's defense and security on land, at sea, and in the air.
  • C. Azanian People’s Liberation Army
    The Azanian People’s Liberation Army was the military wing of a South African Black nationalist movement that waged an armed struggle against apartheid.
  • D. Angola–Benguela Front
    The Angola–Benguela Front is a major oceanographic boundary off southwestern Africa where warm tropical waters meet cooler upwelling currents, creating a highly productive and dynamic marine ecosystem.
  • E. People's Liberation Army of Namibia
    The People's Liberation Army of Namibia was the armed wing of the South West Africa People's Organization (SWAPO) that led the guerrilla struggle for Namibian independence from South African rule.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6aa98650481908609c7c56bfa7902 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d798a4f3f88190a29710f64cef9d25 completed April 9, 2026, 12:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69e462bd90f48190aa3df8725026a9ba completed April 19, 2026, 5:06 a.m.
NEDg Description generation batch_69e4666f98ac81908b3d3b8a6a8af8c9 completed April 19, 2026, 5:21 a.m.
NED2 Entity disambiguation (via description) batch_69e46c3f28dc8190a521c00151b01fde completed April 19, 2026, 5:46 a.m.
Created at: April 8, 2026, 9:26 p.m.